{"id":18421756,"url":"https://github.com/xiaohaoo/yolo_tensorrt","last_synced_at":"2025-07-16T20:34:11.090Z","repository":{"id":180223946,"uuid":"664800418","full_name":"xiaohaoo/Yolo_TensorRT","owner":"xiaohaoo","description":"Deploy the YOLOv8 model for inference using OpenCV and TensorRT in C/C++.","archived":false,"fork":false,"pushed_at":"2023-07-16T21:55:54.000Z","size":30869,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-14T20:22:52.082Z","etag":null,"topics":["c","cuda","opencv","tensorrt","yolov8"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/xiaohaoo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-07-10T19:23:32.000Z","updated_at":"2024-03-05T02:07:58.000Z","dependencies_parsed_at":null,"dependency_job_id":"31168aec-f87a-469a-b4b1-fb8df0c020af","html_url":"https://github.com/xiaohaoo/Yolo_TensorRT","commit_stats":null,"previous_names":["xiaohaoo/yolo_tensorrt"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/xiaohaoo/Yolo_TensorRT","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohaoo%2FYolo_TensorRT","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohaoo%2FYolo_TensorRT/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohaoo%2FYolo_TensorRT/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohaoo%2FYolo_TensorRT/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/xiaohaoo","download_url":"https://codeload.github.com/xiaohaoo/Yolo_TensorRT/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohaoo%2FYolo_TensorRT/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265538457,"owners_count":23784603,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["c","cuda","opencv","tensorrt","yolov8"],"created_at":"2024-11-06T04:26:44.479Z","updated_at":"2025-07-16T20:34:11.033Z","avatar_url":"https://github.com/xiaohaoo.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Yolov8 TensorRT\n\nDeploy the [YOLOV8](https://github.com/ultralytics/ultralytics) model for object detection using OpenCV and [TensorRT](https://github.com/NVIDIA/TensorRT).\n\n## Overview\n\n\u003cimg width=\"640\" height=\"480\" src=\"assets/img_1_detected.png\" alt=\"img_1_detected\" /\u003e\n\u003cimg width=\"640\" height=\"480\" src=\"assets/img_3_detected.png\" alt=\"img_3_detected\" /\u003e\n\n## Dependencies\n\n- CMAKE\n- Microsoft Visual Studio\n- CUDA: Only [download](https://github.com/xiaohaoo/Yolo_TensorRT/releases/download/v1.0.0/lib.zip) the required runtime library.\n- OpenCV: Only [download](https://github.com/xiaohaoo/Yolo_TensorRT/releases/download/v1.0.0/lib.zip) the required runtime library.\n\n## Installation\n\n```bash\ngit clone git@github.com:xiaohaoo/Yolo_TensorRT.git\n\ncd Yolo_TensorRT\ncmake -DCMAKE_BUILD_TYPE:STRING=Release -B build -G \"Visual Studio 16 2019\" -A x64\ncmake --build build --config Release --target install -j 22\n\n# run app\ncd build\\output\n.\\yolo.exe\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxiaohaoo%2Fyolo_tensorrt","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fxiaohaoo%2Fyolo_tensorrt","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxiaohaoo%2Fyolo_tensorrt/lists"}